Pith Number

pith:JY37ZPQ7

pith:2017:JY37ZPQ7PJTQVE2NSKZHURMOVR

not attested not anchored not stored refs pending

Learning Independent Causal Mechanisms

Bernhard Sch\"olkopf, Giambattista Parascandolo, Mateo Rojas-Carulla, Niki Kilbertus

arxiv:1712.00961 v5 · 2017-12-04 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JY37ZPQ7PJTQVE2NSKZHURMOVR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives

Receipt and verification

First computed	2026-05-18T00:06:16.278343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e37fcbe1f7a670a934d92b27a458eac4e554c601cbfd99bce63c51f06d9ac47

Aliases

arxiv: 1712.00961 · arxiv_version: 1712.00961v5 · doi: 10.48550/arxiv.1712.00961 · pith_short_12: JY37ZPQ7PJTQ · pith_short_16: JY37ZPQ7PJTQVE2N · pith_short_8: JY37ZPQ7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/JY37ZPQ7PJTQVE2NSKZHURMOVR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 4e37fcbe1f7a670a934d92b27a458eac4e554c601cbfd99bce63c51f06d9ac47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "638ef2ca130bd787d471a397b371f6e744d09f5fda828b394fd0fbece33adde3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-04T09:06:15Z",
    "title_canon_sha256": "0935a0bf8ad50d46cca5e22b36b0b26fabd5e772303cabb21456b133a1295b38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.00961",
    "kind": "arxiv",
    "version": 5
  }
}